- Add anomaly detection for max bytes size for images.
- Depends on
numpy>=1.16,<1.20
. - Fixed a bug that affected all CombinerFeatureStatsGenerators.
- Allow for
bytes
type inget_feature_value_slicer
in addition toText
andint
. - Fixed a bug that caused TFDV to improperly infer a fixed shape when
tfdv.infer_schema
andtfdv.update_schema
were called withinfer_feature_shape=True
. - Deprecated parameter
infer_feature_shape
of functiontfdv.update_schema
. If a schema feature has a pre-defined shape,tfdv.update_schema
will always validate it. Otherwise, it will not try to add a shape. - Deprecated
tfdv.StatsOptions.feature_whitelist
and addedfeature_allowlist
as a replacement. The former will be removed in the next release. - Added
get_schema_dataframe
andget_anomalies_dataframe
utility functions. - Depends on
apache-beam[gcp]>=2.28,<3
. - Depends on
tensorflow-metadata>=0.28,<0.29
. - Depends on
tfx-bsl>=0.28.1,<0.29
.
- N/A
- N/A
- N/A